EP4487112A1 - Appareil, système et procédé de mesure de conditions de sol - Google Patents

Appareil, système et procédé de mesure de conditions de sol

Info

Publication number
EP4487112A1
EP4487112A1 EP23707485.1A EP23707485A EP4487112A1 EP 4487112 A1 EP4487112 A1 EP 4487112A1 EP 23707485 A EP23707485 A EP 23707485A EP 4487112 A1 EP4487112 A1 EP 4487112A1
Authority
EP
European Patent Office
Prior art keywords
soil
measuring devices
property
measuring
locations
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP23707485.1A
Other languages
German (de)
English (en)
Inventor
Todd Brandon SNYDER
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
AGCO Corp
Original Assignee
AGCO Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by AGCO Corp filed Critical AGCO Corp
Publication of EP4487112A1 publication Critical patent/EP4487112A1/fr
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/24—Earth materials
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/24—Earth materials
    • G01N33/245—Earth materials for agricultural purposes

Definitions

  • Crops may show visual symptoms of stress caused by nutrient deficiency, which may be discovered by walking the crop.
  • technology has been used to monitor crops remotely from satellites or drones.
  • agronomic challenges may be predicted through modelling using past crop planting and harvesting records, weather records, specific crop demands, and varietal resistance by way of example.
  • Soil and tissue testing are also commonly undertaken to obtain a more precise assessment of disease or nutrient levels.
  • the soil alone usually cannot supply the nutrients required to grow a crop with optimized profit. As such, one or more applications of fertilizer are made, these often being in significant quantities for macronutrients such as nitrogen, phosphorus, and potassium.
  • a method includes distributing a plurality of measuring devices beneath a surface of an agricultural field, determining first locations of each of the measuring devices, measuring at least one property of soil at the first locations with the measuring devices, and transmitting, from each measuring device, data representative of the first locations and the at least one property of soil to a computing device remote from the measuring devices. At least some of the measuring devices are moved during an agricultural field operation, and the method further includes determining second locations of each of the measuring devices, measuring the at least one property of soil at the second locations with the measuring devices, and transmitting, from each measuring device, data representative of the second locations and the at least one property of soil to the computing device.
  • Each measuring device includes a position receiver; at least one soil sensor; a transmitter; a processor in communication with the position receiver, the at least one soil sensor, and the transmitter; a power source connected to the processor; and a rigid enclosure containing the position receiver, the at least one soil sensor, the transmitter, the processor, and the power source.
  • the method may also include determining a location of each of the measuring devices based on an electromagnetic signal.
  • a map of the agricultural field may be generated to represent the at least one property of the soil as measured by the measuring devices.
  • a field operation may be selected based on the at least one property of the soil as measured by the measuring devices.
  • Data may be received from at least one of the measuring devices at a computing device remote from the measuring devices.
  • the data measured by multiple measuring devices is received via the at least one of the measuring devices.
  • the at least one property may be measured continuously or periodically, such as at a preselected interval.
  • the preselected interval if used, may be a function of temperature. Transmitting data may also be performed continuously or periodically, in similar manner.
  • Measurement of the at least one property of soil and/or transmission of data may be terminated when a soil temperature drops below a threshold.
  • the agricultural field operation may cause movement of some of the measuring devices, and may include planting the agricultural field, tilling the agricultural field, and/or harvesting crop from the agricultural field. The measuring devices remain beneath the soil surface during such operations.
  • the at least one property may include, for example, a temperature within the enclosure, a concentration of an element (e.g., N, P, K, S, Mg, Ca, Na, Fe, Al, Mn, Cu, Zn, and/or B), a concentration of a compound, a concentration of an ion (e.g., nitrate), a concentration of organic matter, soil pH, cation exchange capacity, and moisture content.
  • an element e.g., N, P, K, S, Mg, Ca, Na, Fe, Al, Mn, Cu, Zn, and/or B
  • FIG.1 is a simplified top view of an agricultural field and measuring devices
  • FIG.2 is a simplified side view of one of the measuring devices shown in FIG.1
  • FIG.3 is a simplified cross-sectional view of the measuring device shown in FIG.2.
  • the term “may” with respect to a material, structure, feature, or method act indicates that such is contemplated for use in implementation of an embodiment of the disclosure, and such term is used in preference to the more restrictive term “is” so as to avoid any implication that other, compatible materials, structures, features, and methods usable in combination therewith should or must be excluded.
  • the term “configured” refers to a size, shape, material composition, and arrangement of one or more of at least one structure and at least one apparatus facilitating operation of one or more of the structure and the apparatus in a predetermined way.
  • the spatially relative terms are intended to encompass different orientations of the materials in addition to the orientation depicted in the figures.
  • the term “substantially” in reference to a given parameter, property, or condition means and includes to a degree that one of ordinary skill in the art would understand that the given parameter, property, or condition is met with a degree of variance, such as within acceptable manufacturing tolerances.
  • the parameter, property, or condition may be at least 90.0% met, at least 95.0% met, at least 99.0% met, or even at least 99.9% met.
  • a soil monitoring system includes a set of measuring devices 200 distributed across an agricultural field 100, which may have a crop planted in rows 102 or spread throughout the agricultural field 100.
  • the soil monitoring system is not to be limited by the crop in which the system is implemented but, for completeness and by way of example only, the crop may be maize, a cereal, canola, beans, or sugar cane. It should also be understood that the soil monitoring system may have application in non-agricultural crops such as horticultural crops including fruit and vegetable crops.
  • the measuring devices 200 may be spread at various points throughout the agricultural field 100, and may be placed at strategic points, or at random. There is no limit to the number of measuring devices 200 that may be placed in the agricultural field 100.
  • the measuring devices 200 may typically be covered with soil.
  • FIG.2 is a simplified side view of one of the measuring devices 200.
  • the measuring device 200 has a rigid, shatter-resistant, and water-resistant enclosure 202 to protect the contents of the measuring device 200.
  • the term “rigid” means that the enclosure 202 does not significantly deform when stressed.
  • the term “shatter-resistant” means that the enclosure 202 does not break when struck or compressed, such as with tillage equipment or a tractor tire.
  • the term “water-resistant” means that water cannot pass through the enclosure 202.
  • the enclosure 202 may be designed to withstand contact with or movement by tillage equipment, planters, harvesters, and other agricultural equipment. That is, if the enclosure 202 is moved or struck by agricultural equipment, the enclosure 202 can protect the components therein.
  • the measuring device 200 may remain in the soil during tillage, planting, crop treatment, and harvesting operations, even for multiple seasons, though its position and/or orientation may change.
  • the enclosure 202 may include a first portion 204 and a second portion 206 removably connected to one another.
  • one or more fastener 208 may hold the first portion 204 to the second portion 206.
  • the first portion 204 and second portion 206 may be shaped to hold together without fasteners 208.
  • the first portion 204 may have a lip into which a ridge formed in the edge of the second portion 206 may snap.
  • the first portion 204 and second portion 206 may have corresponding threads, and the first portion 204 may screw onto the second portion 206.
  • the materials of the first portion 204 and the second portion 206 may each be selected such that the assembled enclosure 202 can protect the contents of the measuring device 200 inside the enclosure 202.
  • the portions 204, 206 may be formed of a polymer material (e.g., acrylonitrile butadiene styrene, polycarbonate, high density polyethylene, polypropylene, polyvinyl chloride, acrylic, etc.), a metal (e.g., aluminum, stainless steel, etc.), or any other selected material.
  • the portions 204, 206 may each be formed of a single material, or may include multiple materials.
  • the portions 204, 206 may be formed of the same or different materials.
  • the enclosure 202 may include a seal 210 between the first portion 204 and the second portion 206.
  • the seal 210 may include, for example, an elastomeric material in the form of a gasket, an O-ring, etc.
  • the seal 210 may protect the contents of the measuring device 200 from moisture.
  • FIG.3 is a simplified cross-section of the measuring devices 200.
  • the enclosure 202 may contain various components, such as a soil sensor 302, a position receiver 304, a temperature sensor 306, a processor 308, a power source 310, and a transmitter 312.
  • the soil sensor 302 may be a chemical soil sensor configured to measure an element (e.g., N, P, K, S, Mg, Ca, Na, Fe, Al, Mn, Cu, Zn, B), a compound (e.g., CaNO 3 ), an ion (e.g., nitrates), organic matter, soil pH, cation exchange capacity (CEC), moisture, or other properties of the soil.
  • an element e.g., N, P, K, S, Mg, Ca, Na, Fe, Al, Mn, Cu, Zn, B
  • a compound e.g., CaNO 3
  • an ion e.g., nitrates
  • organic matter e.g., organic matter
  • soil pH e.g., cation exchange capacity (CEC)
  • CEC cation exchange capacity
  • Patent 10,859,557 "Soil Nitrate Sensing System for Precision Management of Nitrogen Fertilizer Applications,” granted December 8, 2020, or electrodes coupled to a differential electrometer, as described in U.S. Patent 9,733,206, “Soil Chemistry Sensor,” granted August 15, 2017.
  • Moisture sensors may include electrodes, which may protrude through the soil sensor 302. Electrodes for measuring soil moisture are described in U.S. Patent 8,981,946, “Soil Moisture Sensor,” granted March 17, 2015. Reflectivity and capacitance sensors can be used to measure soil properties, such as moisture content, as described in U.S. Patent Publication 2020/0245528, “Systems and Apparatuses for Soil and Seed Monitoring,” published August 6, 2020.
  • the position receiver 304 may be configured to receive a position signal, such as from satellites, fixed-position transmitters, vehicles traveling through the agricultural field 100, or any other source.
  • the position receiver 304 may be a commercially available GPS or GNSS receiver.
  • the temperature sensor 306 may be configured to measure the temperature of the soil in which the measuring device 200 is placed.
  • the temperature sensor 306 may be, for example, a thermistor, a resistance temperature detector, a thermocouple, a semiconductor- based temperature sensor, etc.
  • the soil sensor 302, position receiver 304, and temperature sensor 306 may be in electrical communication with a processor 308, which is configured to record and store information received from the soil sensor 302, the position receiver 304, and/or the temperature sensor 306.
  • the processor 308 may also include a memory for storing information, such as operating instructions and data recorded from the soil sensor 302.
  • the power source 310 (typically a battery) is connected to the processor 308 and configured to provide electric power to the processor 308 and the other components within the enclosure 202.
  • the power source 310 may include a battery, such as an alkaline battery, a lithium-ion battery, an atomic battery, etc.
  • the power source 310 may include a generation device, such as a coil to generate electricity from a magnetic field, a thermoelectric device, etc.
  • a long-life battery and/or electrical source may be beneficial to enable the measuring device 200 to operate for long periods of time (e.g., one year or longer) without service.
  • the transmitter 312 is configured to transmit information from the processor 308 when certain conditions are met. For example, the transmitter 312 may transmit information when the temperature sensor 306 detects that the soil temperature is above a certain threshold. When the soil temperature is below the threshold, transmission may be terminated to save power. In one embodiment, the transmitter 312 may be configured to transmit information at certain predetermined times or intervals. In other embodiments, the transmitter 312 may transmit continuously.
  • the transmitter 312 may operate using established protocols, such as WiFi, Bluetooth, SIM card cellular communication, LoRa communications, etc.
  • the transmitter 312 broadcasts information out to a reader, such as a computer on a vehicle in or over the agricultural field 100, a cell tower, etc.
  • the transmitter 312 of one measuring device 200 may also communicate information to other measuring devices 200 in the agricultural field 100 via a wireless mesh network.
  • An advantage of intercommunication between measuring devices 200 is that the measuring devices 200 can serve as backups for one another in case of malfunction, such that data can be retained. Furthermore, whenever an external receiver is within range to receive data from any one measuring device 200, data may also be collected from interconnected measuring devices 200.
  • the measuring devices 200 may be used to measure and monitor soil conditions in the agricultural field 100, which may be used to tailor field operations to current conditions. For example, multiple measuring devices 200 can be distributed throughout the agricultural field 100, as shown in FIG.1. The measuring devices 200 may be placed at any time during the season, such as before or after tillage, before or after planting, during the growing season, or during or after harvest. The measuring devices 200 can remain in the soil and collect continuous or periodic data about soil conditions. The measuring devices 200 may have a long- lasting power source 310 and an enclosure 202 robust enough that the measuring devices 200 need not be retrieved before a subsequent planting season.
  • the position receivers 304 may identify the current location of each measuring device 200 based on an electromagnetic signal (e.g., from a GPS/GNSS system, a tower, etc.). The current location is important to identify which part of the agricultural field 100 is being measured, and can also be useful in case an operator needs to retrieve any measuring device 200 (e.g., for maintenance, repair, or replacement).
  • Data may be collected and/or transmitted continuously at a preselected interval (e.g., daily, hourly, every five minutes, etc.).
  • the frequency of measurement and data transmission may depend on the soil temperature, as measured by the temperature sensor 306. For example, when the temperature is determined to be below a preselected temperature (e.g., 32°F (0°C), 50°F (10°C), etc.), measurement and/or data transmission may be limited or terminated to save power.
  • the measuring devices 200 may decrease measuring and/or transmitting frequency once the temperature has dropped below the preselected temperature, and may periodically check the temperature to determine whether to begin measuring or transmitting.
  • Data may be collected from the measuring devices 200 by a computer, which may be at a remote location from the agricultural field 100.
  • the measuring devices 200 may transmit data to a cellular tower or satellite, to a drone flying or driving over the agricultural field 100, or to fixed receiver near the agricultural field 100. The data may then be transferred to the computer via the Internet or other connection. Data from multiple measuring devices 200 may pass through one measuring device 200, such that not all of the measuring devices 200 need to be able to communicate directly with the tower, satellite, or other receiver. That is, one measuring device 200 may act as a repeater or conduit for communications or data from other measuring devices 200, which may be useful for extending the range of existing communications infrastructure to more remote measuring devices 200, or for limiting the number of devices connected to infrastructure. [0048] Information from the measuring devices 200 may be used to select field operations or operating parameters.
  • data from measuring devices 200 may be used to determine when, how, or how much to treat the agricultural field 100 with nutrients, pesticide, herbicide, fungicide, etc.
  • the information may be used to select irrigation amounts and timing.
  • the information may be used to generate a map of the agricultural field 100 representing the property(ies) of the soil measured by the measuring devices 200.
  • the map may be stored in a computer for display on a screen, or may be used by a computer program to control a vehicle in the agricultural field 100 (e.g., a sprayer applying a material to the agricultural field 100).
  • measuring devices 200 in various fields may provide information to a single connected system (e.g., via the internet) to enable an operator of the system to determine where to allocate resources (e.g., to determine which field is ready for planting) without visiting the fields to collect data.
  • the measuring devices 200 can operate throughout a growing season, the operator can have far more data than is available via conventional methods of sending soil samples to a lab for analysis. The operator can see the changes in soil properties over time, and can better tailor operations to the actual field conditions.
  • the amount applied can better match crop needs if soil properties are better characterized.
  • the operator can achieve better yields with less cost than is possible with conventional sampling techniques.
  • the operator can have spatial information about soil properties.
  • samples are collected from relatively few locations in a field.
  • the measuring devices 200 may be inexpensive enough and provide enough valuable information to justify having many in a field that would previously only have one soil sample taken each year (or longer).
  • the measuring devices 200 may also be used in grain bins as they are being filled up so that the operator can monitor grain conditions inside the grain bin throughout the winter.
  • the measuring devices 200 could be put into silage piles or hay bales to monitor location, temperature, and moisture.
  • a system of the measuring devices 200 may have other benefits as well.
  • data from the measuring devices 200 may be used estimate carbon capture (e.g., by carbon uptake into the plants), which may be used to calculate carbon credits.
  • All references cited herein are incorporated herein in their entireties. If there is a conflict between definitions herein and in an incorporated reference, the definition herein shall control.

Landscapes

  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Food Science & Technology (AREA)
  • Analytical Chemistry (AREA)
  • Geology (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Environmental & Geological Engineering (AREA)
  • Medicinal Chemistry (AREA)
  • Physics & Mathematics (AREA)
  • Remote Sensing (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

Un procédé utilise des dispositifs de mesure pour mesurer des conditions de sol. Chaque dispositif comprend un récepteur de position, au moins un capteur de sol, un émetteur, un processeur en communication avec le ou les capteurs de sol et l'émetteur, une source d'alimentation connectée au processeur, et une enceinte rigide contenant le ou les capteurs de sol, l'émetteur, le processeur et la source d'alimentation. Les dispositifs de mesure peuvent être déplacés pendant une opération de champ agricole, telle que le labourage, la plantation, la récolte, etc
EP23707485.1A 2022-02-28 2023-02-14 Appareil, système et procédé de mesure de conditions de sol Pending EP4487112A1 (fr)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202263268651P 2022-02-28 2022-02-28
PCT/IB2023/051325 WO2023161763A1 (fr) 2022-02-28 2023-02-14 Appareil, système et procédé de mesure de conditions de sol

Publications (1)

Publication Number Publication Date
EP4487112A1 true EP4487112A1 (fr) 2025-01-08

Family

ID=85382597

Family Applications (1)

Application Number Title Priority Date Filing Date
EP23707485.1A Pending EP4487112A1 (fr) 2022-02-28 2023-02-14 Appareil, système et procédé de mesure de conditions de sol

Country Status (2)

Country Link
EP (1) EP4487112A1 (fr)
WO (1) WO2023161763A1 (fr)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102024126161A1 (de) 2024-09-11 2026-03-12 Christian-Albrechts-Universität Zu Kiel Körperschaft Des Öffentlichen Rechts Mikrofluidik-nährstoffmessung-sensorsystem, verfahren zur direkten automatisierten messung von nährstoffen aus bodenlösung in einem sensorsystem und mikrofluidik-nährstoffmessung-sensorsystemverbund

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8308077B1 (en) * 2009-02-02 2012-11-13 Green Badge LLC Method and system for soil and water resources
WO2011069563A1 (fr) * 2009-12-10 2011-06-16 Unity Ag Procédé et système de surveillance et de commande de distribution d'engrais
US8981946B2 (en) 2011-10-24 2015-03-17 The Toro Company Soil moisture sensor
GB2509127B (en) 2012-12-21 2015-09-30 Plant Bioscience Ltd Soil chemistry sensor
US9964532B2 (en) * 2013-01-15 2018-05-08 Ndsu Research Foundation Biodegradable soil sensor, system and method
CN103310613A (zh) * 2013-06-14 2013-09-18 中国科学院合肥物质科学研究院 移动式自组网土壤环境信息远程监测装置
US10697951B2 (en) * 2014-12-15 2020-06-30 Textron Systems Corporation In-soil data monitoring system and method
US10345283B1 (en) 2015-12-07 2019-07-09 Iowa State University Research Foundation, Inc. Soil nitrate sensing system for precision management of nitrogen fertilizer applications
US20180116124A1 (en) * 2016-10-28 2018-05-03 Deere & Company Methods and systems for more efficient hay creation
BR122020026139B1 (pt) 2017-10-02 2023-11-14 Precision Planting Llc Aparelho de solo para firmar uma semente em uma vala
US11626005B2 (en) * 2020-06-17 2023-04-11 Accenture Global Solutions Limited Smart environmental probe for defensible space monitoring

Also Published As

Publication number Publication date
WO2023161763A1 (fr) 2023-08-31

Similar Documents

Publication Publication Date Title
Blackmer et al. Using precision farming technologies to improve management of soil and fertiliser nitrogen
Koch et al. The role of precision agriculture in cropping systems
CA2486017A1 (fr) Categories de gestion des semences et du sol : definitions, caracteristiques choisies et representations visuelles chromocodees utilisees pour la selection et la gestion des semences dans des situations agricoles
UA123576C2 (uk) Спосіб та система тестування ґрунту
Sharma et al. Investigations of precision agriculture technologies with application to developing countries
US12144277B2 (en) Above and below ground autonomous sensor system for crop management
Jagtap et al. Simulation of growth, development and yield of maize in the transition zone of Nigeria
US12501843B2 (en) Method for determining field-or zone-specific seeding rate, depth, and time for planting a crop in an agricultural field based on multiple data inputs such as crop, field, yield, weather, and/or soil data
EP4487112A1 (fr) Appareil, système et procédé de mesure de conditions de sol
Mahmood et al. Within-field variations in sugar beet yield and quality and their correlation with environmental variables in the East of England
Dixit et al. Importance, concept and approaches for precision farming in India
EP4334715B1 (fr) Système et procédé de surveillance des cultures
Kumar et al. Precision agriculture–a vital approach towards modernizing the smart farming in India
Hezarjaribi Site-specific irrigation: Improvement of application map and a dynamic steering of modified centre pivot irrigation system
Srivastava et al. Smart sensing solutions for the growth of agriculture
Balamurugan et al. Introduction to Smart Agriculture
Branson Using conservation agriculture and precision agriculture to improve a farming system
Biswas et al. Precision pest management: An emerging concept
Musayidizi Long-term Impacts of Cover Crops on Nitrogen Dynamics in Grain Corn (Zea mays L.) in Southwestern Ontario
Pawar et al. Application of GNSS in Agriculture and Horticulture
Dwivedi et al. and Rakesh Kumar4
Kumar et al. Enhancing Crop Resilience: Advances in Climate Smart
Navaneethan et al. Advanced Technologies for Precision Agriculture and Farming
Dodd et al. Farm mechanization in USA for environment-friendly agriculture-environmentally friendly agriculture: Is it possible
Kumawat et al. Chapter-1 Precision Agriculture-Concepts, Techniques, Issues and Concerns for Indian Agriculture

Legal Events

Date Code Title Description
STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: UNKNOWN

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE

PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE

17P Request for examination filed

Effective date: 20240930

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC ME MK MT NL NO PL PT RO RS SE SI SK SM TR

DAV Request for validation of the european patent (deleted)
DAX Request for extension of the european patent (deleted)